Models

sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity • 22.7M • Updated Mar 6, 2025 • 142M • • 4.34k

Qwen/Qwen3-Embedding-8B

Feature Extraction • 8B • Updated Jul 7, 2025 • 1.59M • • 536

google/embeddinggemma-300m

Sentence Similarity • 0.3B • Updated Sep 25, 2025 • 579k • • 1.42k

MongoDB/mdbr-leaf-ir

Sentence Similarity • 22.6M • Updated Sep 29, 2025 • 16.2k • • 51

BAAI/bge-m3

Sentence Similarity • Updated Jul 3, 2024 • 8.55M • • 2.66k

Qwen/Qwen3-Embedding-0.6B

Feature Extraction • 0.6B • Updated Jun 20, 2025 • 2.11M • • 828

Qwen/Qwen3-Embedding-4B

Feature Extraction • 4B • Updated Jun 20, 2025 • 416k • 208

mixedbread-ai/mxbai-edge-colbert-v0-32m

Sentence Similarity • 31.9M • Updated Oct 17, 2025 • 41.4k • • 30

BAAI/bge-reranker-v2-m3

Text Classification • 0.6B • Updated Jun 24, 2024 • 2.77M • • 862

intfloat/multilingual-e5-base

Sentence Similarity • 0.3B • Updated Feb 17, 2025 • 1.78M • • 328

intfloat/multilingual-e5-large

Feature Extraction • 0.6B • Updated Feb 17, 2025 • 2.96M • • 1.12k

sentence-transformers/all-mpnet-base-v2

Sentence Similarity • 0.1B • Updated Aug 19, 2025 • 21.8M • • 1.22k

intfloat/multilingual-e5-small

Sentence Similarity • 0.1B • Updated Feb 17, 2025 • 1.62M • • 266

nomic-ai/nomic-embed-text-v1.5

Sentence Similarity • 0.1B • Updated Jul 21, 2025 • 3.52M • 759

mixedbread-ai/mxbai-embed-large-v1

Feature Extraction • 0.3B • Updated Mar 13, 2025 • 1.54M • • 754

sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2

Sentence Similarity • 0.1B • Updated Mar 6, 2025 • 17.1M • • 1.1k

thenlper/gte-small

Sentence Similarity • 33.4M • Updated Nov 16, 2024 • 524k • • 179

NeuML/pubmedbert-base-embeddings

Sentence Similarity • 0.1B • Updated Jun 26, 2025 • 106k • • 164

intfloat/multilingual-e5-large-instruct

Feature Extraction • 0.6B • Updated Jul 10, 2025 • 1.21M • • 600

gpustack/bge-m3-GGUF

Sentence Similarity • 0.6B • Updated Oct 31, 2024 • 2.9k • 17

telepix/PIXIE-Splade-v1.0

Feature Extraction • 0.1B • Updated 4 days ago • 8 • 3

sentence-transformers/paraphrase-multilingual-mpnet-base-v2

Sentence Similarity • 0.3B • Updated Aug 19, 2025 • 6.03M • • 443

intfloat/e5-large-v2

Sentence Similarity • 0.3B • Updated Feb 17, 2025 • 938k • • 273

thenlper/gte-large

Sentence Similarity • 0.3B • Updated Nov 15, 2024 • 1.57M • • 298

BAAI/bge-large-en-v1.5

Feature Extraction • 0.3B • Updated Feb 21, 2024 • 3.88M • • 620

BAAI/bge-small-en-v1.5

Feature Extraction • 33.4M • Updated Feb 22, 2024 • 3.14M • • 397

ai-forever/ru-en-RoSBERTa

Feature Extraction • 0.4B • Updated Sep 26, 2024 • 305k • • 69

nomic-ai/nomic-embed-text-v2-moe

Sentence Similarity • 0.5B • Updated Apr 1, 2025 • 963k • 449

opensearch-project/opensearch-neural-sparse-encoding-multilingual-v1

Feature Extraction • 0.2B • Updated Jun 30, 2025 • 8.04k • • 17

kalle07/embedder_collection

Sentence Similarity • 22.6M • Updated 14 days ago • 6.13k • 25